Dr. Jidong GE
Ph.D., Associate Professor (副教授) Software Institute State Key Laboratory for Novel Software and Technology
Nanjing University 22 Hankou Road, Nanjing, China Email: gjd AT nju DOT edu DOT cn; gjdnju AT 163 DOT com
Short Biography
I am an Associate Professor in Software Institute, Nanjing University.
I am a Researcher in State Key Laboratory for Novel Software Technology at Nanjing University.
I got PhD degree in Computer Science from Institute of Computer Software at CS Department of Nanjing University in 2007.
My PhD Supervisor is Prof. Jian Lv in Nanjing University.
I am looking for the students who are interested in Text Mining, Natural Language Processing, Machine Learning, Information Retrieval, Big data, Cloud Computing and Edge Computing, Distributed Computing, Process Mining, Business Process Management and Workflow Technology, Petri nets, Service Computing, Inheritance of Behavior, Software Processes.
News
[EMNLP 2020] An Empirical Study of Hyperbole, Accepted by EMNLP 2020.
[ACM TKDD 2020] Recommending Statutes: A Portable Method Based on Neural Networks, Accepted by ACM Transactions on Knowledge Discovery from Data.
[IEEE TMC 2020] Interaction-Oriented Service Entity Placement in Edge Computing, accepted by IEEE Transactions on Mobile Computing.
Teaching
+Autumn 2020: Operating Systems +Winter 2020: Distributing Computing Systems
Funding
2016年国家重点研发计划课题，课题名为“多源多态证据链构建和裁判文书说理关键技术研究”，编号：2016YFC0800803，课题执行期: 2016.7~2020.6，主持人：葛季栋。
2020年华为合作项目，主持人：葛季栋。
国家自然科学基金面上项目，76.8万元，课题名为“基于软件资源库挖掘的过程仿真技术研究”，项目号：61572251，课题执行期: 2017.1.1~2020.12.31，葛季栋：第三人。
江苏省自然科学基金面上项目，课题名为“云计算环境中工作流协同的关键技术研究”，项目号: BK20131277，课题执行期: 2013.7.1~2016.6.30，主持人：葛季栋。
2011年国家自然科学基金，课题名为“软件协同的行为建模与分析技术研究”，编号：61100039，课题执行期: 2012.1.1~2014.12.31，主持人：葛季栋。
2010年国家自然科学基金，课题名为“面向网构软件的过程演化技术研究”，编号：61003019，课题执行期: 2011.1.1~2013.12.31，葛季栋：第2人。
2011年主持“中央高校基本科研业务费”之“苗圃”项目与“自由探索”项目各一项。
2011.6~2012.6，获得计算机软件新技术国家重点实验室面上项目，课题名为“基于过程挖掘的软件协同在线演化技术研究”，主持人：葛季栋。
2009.6~2011.5，获得软件新技术国家重点实验室(南京大学)青年人才基金资助，已经结题，主持人：葛季栋。
2008.5~2009.5，获得南京大学人才引进培养基金资助，课题名为“工作流网的不变量分析方法研究”，已经结题，主持人：葛季栋。
Publications
[1] Yu Liang, Jidong Ge(通讯作者), Sheng Zhang, Jie Wu, Lingwei Pan, Tengfei Zhang, Bin Luo, Interaction-Oriented Service Entity Placement in Edge Computing, accepted by IEEE Transactions on Mobile Computing, 2020. (CCF-A类期刊)
[2] Yu Liang, Jidong Ge(通讯作者), Sheng Zhang, Jie Wu, Ze Tang, Bin Luo, A Utility-Based Optimization Framework for Edge Service Entity Caching, IEEE Transactions on Parallel and Distributed Systems, 30(11): 2384-2395, 2019. (CCF-A类期刊)
[3] Xiaoyu Liu, Liguo Huang, Jidong Ge(通讯作者), Vincent Ng, Predicting Licenses for Changed Source Code, Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019), pp.686-697, 2019. (CCF-A类会议)
[4] Sheng Zhang, Yu Liang, Jidong Ge, Mingjun Xiao, Jie Wu, Provably Efficient Resource Allocation for Edge Service Entities Using Hermes, Accepted by IEEE/ACM Transactions on Networking, to appear, 2020. (CCF-A类期刊)
[5] Chuanyi Li, Jidong Ge(通讯作者), Zhongjin Li, Liguo Huang, Hongji Yang, and Bin Luo, Monitoring Interactions across Multi Business Processes with Token Carried Data, to appear, accepted by IEEE Transactions on Services Computing (SCI-1区/CCF-B类期刊)
[6] Zhongjin Li, Jidong Ge(通讯作者), Haiyang Hu, Wei Song, Hao Hu, and Bin Luo, Cost and Energy Aware Scheduling Algorithm for Scientific Workflows with Deadline Constraint in Clouds, IEEE Transactions on Services Computing, 11(4): 713-726, 2018. (SCI-1区/CCF-B类期刊)
[7] Chuanyi Li, Jidong Ge(通讯作者), Liguo Huang, Haiyang Hu, Budan Wu, Hongji Yang, Hao Hu, Bin Luo, Process Mining with Token Carried Data, Information Sciences, 328: 558-576, 2016. (SCI期刊2区/CCF-B类期刊)
[8] Yu Liang, Jidong Ge(通讯作者), Sheng Zhang, Bin Luo, Modeling and deploying hybrid tenant requests with shared networklets, Computer Networks, 153:63-72, 2019. (CCF-B类/SCI-3区期刊)
[9] Feifei Zhang, Jidong Ge(通讯作者), Chifong Wong, Chuanyi Li, Xingguo Chen, Sheng Zhang, Bin Luo, He Zhang, and Victor Chang, Online Learning Offloading Framework for Heterogeneous Mobile Edge Computing System, Journal of Parallel and Distributed Computing, 128: 167-183, 2019. (CCF-B类/SCI-3区期刊)
[10] Chuanyi Li, Liguo Huang, Jidong Ge(通讯作者), Bin Luo, Vincent Ng, Automatically Classifying User Requests in Crowdsourcing Requirements Engineering, Journal of Systems and Software, 138:108-123, 2018. (CCF-B类/SCI-2区期刊)
[11] Li Kong, Chuanyi Li, Jidong Ge, FeiFei Zhang, Yi Feng, Zhongjin Li, BinLuo, Leveraging multiple features for document sentiment classification, Information Sciences, 518: 39-55, 2020. (SCI-1区/CCF-B类期刊)
[12] Chuanyi Li, Jidong Ge(通讯作者), Liguo Huang, Haiyang Hu, Budan Wu, Hao Hu, Bin Luo, Software cybernetics in BPM: Modeling software behavior as feedback for evolution by a novel discovery method based on augmented event logs, Journal of Systems and Software, 124:260-273 (2017) (CCF-B类/SCI- 2区期刊)
[13] Feifei Zhang, Jidong Ge(通讯作者), Zhongjin Li, Chuanyi Li, Chifong Wong, Li Kong, Bin Luo, and Victor Chang, A Load-aware Resource Allocation and Task Scheduling for the Emerging Cloudlet System, Future Generation Computer Systems, volume 87, pp.438-456, 2018. (SCI-2区/CCF-C类期刊)
[14] Haiyang Hu, Zhongjin Li, Hua Hu, Jie Chen, Jidong Ge, Chuanyi Li, Victor Chang, Multi-objective scheduling for scientific workflow in multicloud environment, Journal of Network and Computer Applications, volume 114, pp.108-122, 2018. (SCI-1区/CCF-C类期刊)
[15] Zhongjin Li, Jidong Ge(通讯作者), Chuanyi Li, Hongji Yang, Haiyang Hu, Bin Luo, and Victor Chang, Energy Cost Minimization with Job Security Guarantee in Internet Data Center, Future Generation Computer Systems, volume 73, pp.63-78, 2017. (SCI-2区/CCF-C类期刊)
[16] Zhongjin Li, Jidong Ge(通讯作者), Hongji Yang, Haiyang Hu, Liguo Huang, Yu Zhou, Hao Hu, Bin Luo, A Security and Cost Aware Scheduling Algorithm for Heterogeneous Tasks of Scientific Workflow in Clouds, Future Generation Computer Systems, volume 65, pp.140-152, 2016. (SCI-2区/CCF-C类期刊)
[17] Chuanyi Li, Jidong Ge(通讯作者), Lijie Wen, Li Kong, Victor Chang, Liguo Huang, Bin Luo, A Novel Completeness Definition of Event Logs Corresponding Generating Algorithm, Accepted by Expert Systems, 29 January 2020. (CCF-C类/SCI-3区期刊)
[18] Wei Zhang LiGuo Huang, Vincent Ng, Jidong Ge, SMPLearner: Learning to Predict Software Maintainability, Automated Software Engineering, 22(1): 111-141, Springer, 2015. (CCF-B类/SCI-3区期刊) (SCI检索:CE0EH, EI检索: IP53299028) 影响因子:1.806
[19] Yu Zhou, Jidong Ge, Pengcheng Zhang, Weigang Wu, Model based verification of dynamically evolvable service oriented systems, SCIENCE CHINA (Information Sciences), 32101:1-32101:17, 2016 (CCF-B类/SCI-3区期刊) 影响因子: 2.188
[20] Xiaoyu Liu, Liguo Huang, Alexander Egyed, Jidong Ge, Do Code Data Sharing Dependencies Support an Early Prediction of Software Co-Changes? Journal of Software: Evolution and Process, 30(11), 2018. (CCF-B类期刊) 影响因子: 1.167
[21] 周业茂, 李忠金, 葛季栋(通讯作者), 李传艺, 周筱羽，骆斌, 移动云计算中基于延时传输的多目标工作流调度, 软件学报, 2018年第11期.
[22] 李传艺, 葛季栋(通讯作者), 胡海洋, 胡昊, 骆斌, 一种基于Token Log 的符合性检查方法, 软件学报, 26(3):509−532, 2015. (EI检索:20151800809910)
[23] Dongyi Wang, Jidong Ge(通讯作者), Hao Hu, and Bin Luo, Liguo Huang, Discovering process models from event multiset, Expert Systems with Applications, 39(15):11970-11978, 2012. (SCI-2区/CCF-C类期刊) (SCI检索: 980GI, EI检索: 20122715208167) (2012年影响因子: 2.203)
[24] 葛季栋, 胡海洋, 周宇, 胡昊, 王栋毅, 过晓波:一种基于不变量的工作流协同模型的分解方法,计算机学报,35:2169~2181, 2012. (EI检索: 20124715691622)
[25] Yi Feng, Chuanyi Li(通讯作者), Jidong Ge(通讯作者), Bin Luo: Improving Statute Prediction via Mining Correlations between Statutes. ACML 2019: 710-725. (CCF-C类会议)
[26] Rui Zhang, Sheng Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, and Sanglu Lu, Collaborative Interactive Wireless Charging in a Cyclic Mobispace, accepted IWQoS 2018. (CCF-B类会议)
[27] Yi Feng, Jidong Ge, Chuanyi Li, Li Kong, Feifei Zhang and Bin Luo, Statutes Recommendation Using Classification and Co-occurrence Between Statutes, accepted by PRICAI 2018. (CCF-C类会议).
[28] Xiaosong Zhou, Chuanyi Li, Jidong Ge, Zhongjin Li, Xiaoyu Zhou and Bin Luo, Automatically Classifying Chinese Judgment Documents using Character-level Convolutional Neural Networks, accepted by PRICAI 2018 (CCF-C类会议).
[29] Chuanyi Li, Jingjing Ye, Jidong Ge, Li Kong, Haiyang Hu and Bin Luo, A Novel Convolutional Neural Network for Statutes Recommendation, accepted by PRICAI 2018 (CCF-C类会议).
[30] Li Kong, Chuanyi Li, Jidong Ge, Yufan Yang, Feifei Zhang and Bin Luo, Construction of Microblog-Specific Chinese Sentiment Lexicon Based on Representation Learning, accepted by PRICAI 2018 (CCF-C类会议).
[31] Shuai Zhang, Sheng Zhang, Xiaoda Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, Xiaoliang Wang, Far-sighted Multi-stage Aware Coflow Scheduling, 2018 IEEE Global Communications Conference: Selected Areas in Communications: Cloud Computing, Networking, and Storage (GlobeCom’2018), Abu Dhabi, UAE, Dec. 9-13, 2018. (CCF-C类会议).
[32] Mingrui Chen, Yann Dautais, LiGuo Huang, Jidong Ge: Data driven credit risk management process: a machine learning approach. ICSSP 2017, Paris, France, July 05 - 07, 2017, pp.109-113, ACM, 2017. (CCF-C类会议, EI检索:20173003992520)
[33] 胡海洋, 姬朝配, 胡华, 葛季栋, 基于协作相容性的工作流任务分配优化方法, 计算机研究与发展, 15(4): 872-885, 2017.
[34] Junhua Ding, Jidong Ge(通讯作者), Dianxiang Xu, An Approach for Analyzing Software Specifications in Petri Nets, Proceedings of the 25th International Conference on Software Engineering and Knowledge engineering (SEKE’2013), Hyatt Harborside at Logan Int’l Airport, Boston, USA, June 27 - June 29, 2013.
[35] Xiaobo Guo, Jidong Ge(通讯作者), Yu, Zhou, Haiyang Hu, Feng Yao, Chuanyi Li, Hao Hu, Dynamic Prediction of Deadlines in Time-Constrained Workflows, in Proceedings of WISE 2013’s Workshops, Lecture Notes in Computer Science, volume 8182, pp.120–132. Springer, 2013. (EI检索源, ISTP检索源)
[36] Huan Yang, Jidong Ge(通讯作者), Quanjiang Yu, Chuanyi Li, Zhihong Zhao, Hao Hu, Bin Luo, A Task Selecting Algorithm for Personal Schedules in Workflow Systems, in Proceedings of WISE 2013’s Workshops, Lecture Notes in Computer Science, volume 8182, pp.133–143 Springer, 2013. (EI检索源, ISTP检索源)
[37] Yu Zhou, Jidong Ge, Jun Hu, An Agent-based Approach for Software Self-Adaptation, ICIC Express Letters, 7(2): 527-534, 2013. (EI检索: 20130315910854)
[38] 胡海洋, 张笑菲, 胡华, 葛季栋, 基于流程挖掘的决策支持方法, 计算机集成制造系统, 2013年第8期, 19(8):1755-1770. (EI检索: 20133916789906)
[39] 徐刚, 胡昊, 余萍, 葛季栋, 吕建, 基于分层过程模型的过程演化技术研究, 计算机集成制造系统, 2013年第8期, 19(8):1913-1919. (EI检索:20133916789923)
[40] 周宇, 胡军, 葛季栋, 一种层次式时间自动机模型检测方法, 计算机应用与软件, 29(11):48~51, 2012. (全国中文核心期刊) 其他作者
[41] Yu Zhou, Yankai Huang, Jidong Ge, and Jun Hu, Towards Fine-Grained Verification of Application Mobility, in Proceedings of WISE 2013’s Workshops, Lecture Notes in Computer Science, volume 8182, pp.75–83,Springer, 2013. (EI检索源, ISTP检索源)
[42] Jianchun Xing, Xuewei Zhang, Wei Song, Qiliang Yang, Jidong Ge, and Hongda Wang, BPEL Similarity — A Metric Based on Activity Constraint Graphs, Asian-Pacific Conference of Business Process Management (AP-BPM’2013), LNBIP 159, pp.39~55, Springer, 2013. (EI检索源, ISTP检索源)
[43] Junhua Ding, Jidong Ge(通讯作者): An Approach for Modeling and Analyzing Code Mobility. Proceedings of The 2012 IEEE Asia-Pacific Services Computing Conference (APSCC 2012), pp.109-116, IEEE, 2012. (EI检索: 20131616217521)
[44] Jidong Ge, Haiyang Hu, Hao Hu, and Xianglin Fei, Invariant Analysis for Order Constraints of Multi-view Business Process Model, to appear in Proceedings of APWeb 2012 Workshops, LNCS 7234, pp.257~268, 2012. (EI检索: 20121915007228)
[45] 王栋毅, 葛季栋(通讯作者), 过晓波, 胡昊, 骆斌, 朱明, 一种基于后继任务的过程挖掘算法, 计算机应用与软件, 29(10):17~21, 2012. (全国中文核心期刊)
[46] 周宇, 胡军, 葛季栋, 一种层次式时间自动机模型检测方法, 计算机应用与软件, , 29(11):48~51, 2012. (全国中文核心期刊).
[47] Dongyi Wang, Jidong Ge, Hao Hu, and Bin Luo, A New Process Mining Algorithm Based on Event Type, Proceedings of International Conference on Dependable, Autonomic and Secure Computing, Dec 12~14, Sydney, Australia, pp.1144-1151, IEEE, 2011. (EI: 20120414716709, Corresponding Author: Jidong Ge)
[48] Jidong Ge, Haiyang Hu, Checking Order Constraints in Collaborative Workflow with Invariant Analysis, Proceedings of the 2nd International Workshop on Mobile Business Collaboration (MBC’2010) held in conjunction with WISE 2010, Hong Kong, Dec. 12, 2010, LNCS 6274, pp.483-493, Springer, 2011. (EI: 20114014406314)
[49] Jidong Ge, Haiyang Hu, Calculating the Order Relations of Workflow Net with Invariant Method, Proceedings of the 9th International Conference on Computer and Information Science, August 18-20, 2010, Yamagata, Japan, IEEE Computer Society, 2010. (EI: 20104813422260)
[50] Liguo Huang, Jidong Ge, Barry W. Boehm, Jian Lu, Modeling the Value-Based Software Process with Object-Petri-Nets. International Journal of Software and Informatics 4(1): 101-119, 2010.
[51] Haiyang Hu, Jianen Xie, Jidong Ge, Formal Verification of Stochastic Timing Behavior in Web-Based Business Process Collaboration. WAIM Workshops 2010, LNCS 6185, pp.166-176, Springer, 2010. (EI: 20105013482226, ISTP: BSZ52)
[52] Jidong Ge, Hao Hu, and Jian Lü. Service Discovery and Substitution according to Inheritance of Behavior with Invariant Analysis, Proceedings of the 8th International Conference on Computer and Information Science, Jun.1-3, Shanghai, China, pp.971-976, IEEE Computer Society, 2009. (EI:20094612447527, ISTP: BMT79)
[53] Jidong Ge, Haiyang Hu, A Decomposition Approach with Invariant Analysis for workflow coordination, Proceedings of the International Workshop on Mobile Business Collaboration (MBC’2009), at the 14th Conference of Database Systems of Advanced Applications (DASFAA), LNCS 5667, pp.290-302, Springer, 2009. (EI: 20094012348477, ISTP: BMG27)
[54] Haiyang Hu, Bo Xie, Jidong Ge, Yi Zhuang, and Hua Hu, A Framework for Mining Stochastic Model of Business Process in Mobile Environments, Proceedings of the International Workshop on Mobile Business Collaboration (MBC’2009), at the 14th Conference of Database Systems of Advanced Applications (DASFAA), LNCS 5667, pp.349-354, Springer, 2009. (EI: 20094012348481, ISTP: BMG27)
[55] 葛季栋, 顾庆, 胡昊, 吕建: 一种基于对象网的多视角软件过程模型, 软件学报, 2008,19(6):1363-1378. (EI: 082811371420)
[56] 葛季栋, 胡昊, 吕建: 一种基于不变量的从工作流网到PERT图的转换方法, 电子学报, 2008, 36(5):893-898. (EI: 082711351338)
[57] Shaxun Chen, Jidong Ge, Xianping Tao, and Jian Lü. A Transaction Model for Context-Aware Applications, Proceedings of International Conference on Grid and Pervasive Computing, GPC’2007, May 2-4, Paris, France, LNCS 4459, pp.253-262, Springer, 2007. (EI: 080311022611, ISTP: BGF16)
[58] Qiang Lin, Jidong Ge, Hao Hu, and Jian Lü. An Approach to Model Cross-organizational Processes using Object Petri net, Proceedings of 2nd SOPOSE-2007, Co-located with the IEEE ICWS 2007 and IEEE SCC 2007, Salt Lake City, Utah, USA, IEEE Computer Society, 2007. (EI: 082911379158)
[59] Reng Yin, Hao Hu, Jidong Ge, and Jian Lü. Quantitative Analysis of Value-Based Software Processes Using Decision-Based Stochastic Object Petri Nets, Proceedings of 14th Asia-Pacific Software Engineering Conference, APSEC 2007, December 5-7, Nagoya, Japan, pp.526-533, IEEE Computer Society, 2007. (EI: 082511317962)
[60] Reng Yin, Hao Hu, Jidong Ge, Xingyu Li, and Jian Lü. An Approach to Evaluate System-Level Performance for Stochastic Object Petri-Nets, Proceedings of International Workshop on Petri Nets and Software Engineering (PNSE’07), at the 28th International Conference on Application and Theory of Petri nets (ICATPN’07), Siedlce, Poland, June 25-26, 2007.
[61] LiGuo Huang, Barry Boehm, Hao Hu, Jidong Ge, Jian Lü, and Cheng Qian: Applying the Value/Petri Process to ERP Software Development in China. Proceeding of 28th International Conference of Software Engineering, (ICSE 2006), pp.502-511, ACM Press, 2006. (EI: 071710565354)
[62] Jidong Ge, Hao Hu, Qing Gu, and Jian Lü. Modeling Multi-View Software Process with Object Petri Nets. Proceedings of International Conference on Software Engineering Advances, Tahiti, French Polynesia. IEEE Computer Society, 2006. (EI: 080611088934)
[63] Jidong Ge, Hao Hu, and Jian Lü. Invariant Analysis for the Task Refinement of Workflow Nets, Proceedings of International Conference on Intelligent Agents, Web Technologies and Internet Commerce, Sydney, IEEE Computer Society, 2006. (EI: 080711092161)
[64] LiGuo Huang, Hao Hu, Jidong Ge, Barry Boehm, and Jian Lü: Tailor the Value-Based Software Quality Achievement Process to Project Business Cases, Software Process Workshop 2006, LNCS 3966, pp.56-63, Springer. (SCI/ISTP: BEM16, EI: 062910010242)
[65] Jidong Ge, Haiyang Hu, Ping Lu, Hao Hu, and Jian Lü. Translation of Nets within Nets in Cross-organizational Software Process Modeling. In Mingshu Li (Ed.), Software Process Workshop 2005, LNCS 3840, pp.360-375, Springer. (SCI/ISTP: BDV58, EI: 06259955127).
[66] Haiyang Hu, Xianping Tao, Jidong Ge, and Jian Lü: An Efficient Scheme for Fault-tolerant Web Page Access in Wireless mobile Environments based on mobile agents, Proceedings of HPCC 2005, Sep. 21-23, Naples, Italy, LNCS 3726, pp.378-387, Springer. (SCI/ISTP: BDH97, EI: 06209875996).
[67] Haiyang Hu, Jidong Ge, Xianping Tao, and Jian Lü: Supporting Wireless Web Page Access in Mobile Environments Using Mobile Agents. 3rd International Symposium on Parallel and Distributed Processing and Applications, ISPA 2005, LNCS 3758, pp.859-869, Springer. (SCI/ISTP: BDJ13, EI: 06219894414)
[68] Qin Yin, Hao Hu, Jun Li, Jidong Ge, and Jian Lü: An Approach to Ensure Service Behavior Consistency in OSGi. Proceedings of 12th Asia-Pacific Software Engineering Conference, APSEC 2005, IEEE Computer Society. pp.185-192. (EI: 070910460642, ISTP: BDU46)
[69] Qin Yin, Hao Hu, Jidong Ge, and Jian Lü: A Behavior consistent service discovery and substitution in OSGi. Proceedings of 9th IASTED International Conference on Software Engineering and Applications, SEA 2005, November 14-16, Phoenix, AZ, USA, pp.444-449, ACTA Press, 2005.
[70] 胡昊, 葛季栋, 林向宇, 吕建: 一种分层的软件过程执行机制的研究, 南京大学学报(自然科学版), 2006年第2期, 131-140.
[71] 朱伟杰, 葛季栋, 鲁平, 胡昊, 吕建: 工作流网WRI WF-NET的验证方法研究及实现, 南京大学学报(自然科学版), 2006年第5期, 519-527.
[72] 邵飞, 葛季栋, 胡昊, 鲍钦迪, 吕建: 一种基于极限编程的实验室项目软件方法LabXP, 计算机科学, 2005年第8期, 199-202.
[73] 胡海洋, 葛季栋, 吕建: 基于移动Agent的反射式异构服务协同机制初探, 计算机科学, 2004年第10期, 146-148.